Search Results (616)

As the environmental sustainability of blockchain technology becomes a focal point of public and academic debate, understanding how technically engaged communities frame this issue is increasingly important. This study examines 3000 long-form comments from a highly active sustainability-focused Bitcointalk thread to analyze sentiment patterns, recurring arguments, and the linguistic cues associated with community responses to environmental criticism. Using Natural Language Processing (NLP) methods, we apply Valence Aware Dictionary and sEntiment Reasoner (VADER) sentiment analysis to classify the discourse, n-gram extraction to identify dominant thematic expressions, and a Random Forest model combined with SHapley Additive exPlanations (SHAP) to interpret the lexical features most strongly associated with sentiment polarity. The results show a strongly positive and internally consistent discourse structure: 87.63% of comments are classified as positive, while negative and neutral comments are comparatively rare. The dominant themes emphasize energy consumption as a necessary trade-off for network security, while external criticism is frequently reframed or rejected. Explanatory modeling further indicates that negative sentiment is primarily driven by terms associated with climate risk, damage, and reputational concerns when users respond to criticism. Rather than claiming to capture the cryptocurrency ecosystem as a whole, this study presents a localized case study of one Bitcointalk mega-thread and describes it as a highly homogeneous narrative space shaped by recurrent rebuttal and rhetorical reinforcement. The findings offer a focused contribution to understanding how insider communities construct sustainability narratives around blockchain energy use, while also highlighting the need for broader comparative and network-structural research in future work. Full article

This study examines the schooling experiences of transgender students in Malta within the broader historical and sociocultural influence of the Catholic religion, focusing on how religious discourse shapes processes of inclusion and exclusion. Drawing on semi-structured interviews with transgender students, parents, educators, and school administrators, the findings reveal that Catholic doctrine and its presence within school contexts contribute to the erasure of transgender identities from early childhood onward. In contrast to ecclesiastical narratives that frame transgender identity as a form of “gender ideology,” participants’ accounts demonstrate that social and medical transitions function as critical strategies for survival, well-being, and self-recognition. Methodologically, the study employs qualitative thematic analysis informed by a critical anticolonial framework, enabling an interrogation of how religious authority intersects with colonial legacies to regulate gender and embodiment. The analysis further highlights tensions between the Catholic religion and contemporary human rights and ethical frameworks, particularly in relation to inclusion. The study concludes that if the Catholic religion is to retain relevance within school contexts, it must undergo a substantive ethical reorientation toward inclusivity, recognizing transgender embodiment and agency. In line with emancipatory pedagogical traditions, this entails reimagining the role of the Catholic religion as one that actively supports social justice, critical consciousness, and transformative practices of inclusion. Full article

This article examines how Ecuadorian national digital newspapers represented adolescents and youth-coded young adults associated with crime during 2025, with particular attention to lexical labeling, moral attribution, visual framing, editorial prominence, news values and the near-presence or absence of educational discourse. The study is based on qualitative content analysis of Spanish-language digital press coverage published in El Universo, El Comercio, Extra, La Hora, GK, Primicias, Vistazo, El Mercurio and Expreso across seven journalistic genres: news, note, feature article, report, editorial, interview and chronicle. The article argues that media discourse does not merely describe youth violence; it actively constructs public intelligibility about who young people are, how danger is recognized and whether social responses are imagined in punitive, preventive or restorative terms. Grounded in media framing theory, news values, moral panic studies, child-friendly justice, critical sociology, school push-out scholarship and philosophies of education and human development, the article shows the inferential route from media representation to educational reintegration: when coverage individualizes adolescent violence, minimizes school interruption and masks structural conditions, it narrows the policy imagination through which young people are understood as educable, rights-bearing and recoverable subjects. The paper ultimately argues that the long-term reduction of violence in Ecuador requires not only security responses but also an integral reintegration agenda centered on education, dignified work, child-sensitive justice and restorative social policy. Full article

In this work, we inspected the friendship network on Twitter (recently rebranded as X), concentrating on individuals and organizations intertwined with the energy field. We particularly focus on seasoned professionals, corporate entities, and domain specialists, all connected through ‘following’ relationships. By meticulously examining these ties, we uncover several distinct groupings within the network, each defined by the unique roles its members occupy. Our analysis demonstrates that the natural emergence of such clusters on social platforms exerts a profound influence on public discourse regarding energy and other critical matters, including climate change. Furthermore, we observe that the resulting communities exhibit distinct structural properties and communication patterns, with some clusters showing lower internal engagement, which may be indicative of fragmentation dynamics in online conversations. These emergent clusters, characterized by their shared communication styles, form relatively compact communities where the exchange of information is infrequent compared to larger networks and is usually confined to accounts created for specific commercial objectives. We emphasize that our analysis focuses on a structurally coherent connected component emerging from a curated set of energy-related seed accounts, rather than attempting to reconstruct the entirety of the energy discourse on Twitter. Consequently, peripheral or weakly connected communities may be underrepresented. Additionally, by combining machine-learning-based node classification with graph-based centrality measures, we are able to characterize the roles of structurally central actors within these niche segments and analyze the connectivity patterns that define their positions. This method provides novel insights into how corporate communication unfolds on social media, offering a refreshed perspective on professional networking. Ultimately, our findings highlight the ways in which companies within the energy sector take advantage of Twitter to coordinate their initiatives, with key institutions serving as central nodes in maintaining the organization of these networks. Full article

Given the moral barriers that hinder critical analysis of pornography, this study aims, through a qualitative approach with 15 participants, to examine its impacts on the construction of masculinity and the social relationships of men from the semi-arid region of Paraíba, Brazil. Data were collected via an online form, which included a sociodemographic questionnaire and open-ended questions on the topic. The data were analyzed using dialogical maps within the framework of discourse analysis. Results show that pornography is a constant and influential presence in the participants’ lives, often beginning at an early age and reinforced by social interaction. Its consumption goes beyond personal satisfaction, also serving as a tool for social comparison, shaping male subjectivity and relational dynamics. In sum, the study highlights the cultural impact of pornography in a context where critical discussions about sexuality remain limited due to the prevalence of traditional gender norms and male chauvinism. Full article

The relocation of the National Capital City (IKN) has instigated significant polarization of public discourse on YouTube, presenting substantial challenges for sentiment analysis due to the high variability of non-standard linguistic patterns. Existing scholarship, how-ever, has frequently overlooked the bias inherent in accuracy metrics within imbalanced datasets, while also neglecting the critical alignment between feature characteristics and algorithmic geometry. To address these methodological limitations, this study conducts a comparative analysis of TF-IDF, Word2Vec, and FastText feature extraction techniques applied to Naïve Bayes, Support Vector Machine (SVM), and Random Forest algorithms, utilizing a dataset of 3441 comments. Empirical results demonstrate that the synergy be-tween SVM and FastText yields the most robust performance, achieving an accuracy of 85.2% and outperforming other model combinations. To mitigate the bias in accuracy metrics due to class imbalance, this study further incorporates Precision, Recall, and F1-Score as additional evaluation metrics, with SVM + FastText achieving a Precision(+) of 89.7%, Recall(+) of 83.2%, and F1(+) of 86.3%. These findings underscore the efficacy of margin maximization on semantic vectors over conventional probabilistic approaches in processing informal text, thereby offering precise insights for policymakers regarding the social legitimacy of the IKN development. Full article

The assessment of humanity’s ecological footprint has become increasingly critical in contemporary discourse due to growing environmental challenges. This study examines the economic evaluation of the ecological footprint with a particular focus on forest ecosystem services and food productivity. Using harmonized secondary data from FAOSTAT, EUROSTAT, the World Bank, and IPBES, the analysis covers selected developed and emerging economies, including the European Union, the United States, China, Brazil, and other representative countries. This study investigates the macroeconomic implications of natural capital degradation by applying a panel data econometric model to European Union countries over the period 2010–2023. Moving beyond descriptive approaches, the research formulates and tests three hypotheses linking biodiversity, environmental pressure, and green transition variables to economic performance. Using harmonized data from Eurostat and Statista, the study employs a fixed-effects regression framework to estimate the impact of biodiversity indicators, greenhouse gas emissions, renewable energy share, and environmental protection expenditures on GDP per capita. The results demonstrate that biodiversity preservation and resource efficiency are positively associated with economic performance, while environmental degradation—proxied by greenhouse gas emissions—exerts a statistically significant negative effect. Additionally, the findings confirm that investments in renewable energy and environmental protection contribute to long-term economic stability. By providing a transparent data structure, explicit variable operationalization, and reproducible econometric specification, the study offers an original empirical contribution to ecological economics and addresses the limitations of prior literature that relied primarily on descriptive synthesis. Full article

This article develops a symbolic hermeneutic framework for interpreting contemporary socio-educational phenomena within the horizon of decolonial thought and Liberation Theology. It begins from the assumption that symbols are not merely decorative forms of representation but fundamental structures of meaning that shape both individual experience and collective life, especially through their educational effects. From this perspective, the article examines how the symbols circulating in social communication reveal the ideological underpinnings of imagination, authority, exclusion, and resistance. The essay then places this symbolic analysis in dialog with decolonial theory, arguing that the enduring epistemological legacy of colonialism continues to organize hegemonic forms of knowledge, subjectivity, and power. Particular attention is devoted to the concept of the frontier, first understood as a modern device of exclusion and then reinterpreted as a space of epistemic resistance, ethical encounter, and democratic confrontation among differences. The discussion further engages key authors of Liberation Theology and the philosophy of liberation—especially Gustavo Gutiérrez, Leonardo Boff, Enrique Dussel, and Paulo Freire—in order to show how religious discourse and pedagogical practice intersect in processes of emancipation. Methodologically, the study adopts a qualitative, interpretative approach grounded in philosophical hermeneutics and critical conceptual analysis. It reconstructs and compares major theoretical positions rather than presenting empirical data. The article argues that the integration of symbolic hermeneutics, decolonial thought, and liberationist theology offers an original framework for rethinking education as a transformative practice grounded in ethical responsibility toward the Other. By bringing the concepts of frontier, sentipensamiento, communality, and pluriverse into a single analytical constellation, the paper contributes to current debates in religious studies, critical pedagogy, and epistemic justice. In the context of contemporary global crises—migration, ecological devastation, social fragmentation, and the weakening of democratic participation—it proposes a renewed role for religion as a critical and generative force capable of opening new educational spaces for dialogue, liberation, and the reconfiguration of knowledge. Full article

Technology-driven content is increasingly reshaping how tourists perceive and evaluate destinations, yet the underlying content evaluative processes remain insufficiently investigated. This study, therefore, integrates the Stimulus–Organism–Response (S–O–R) framework with Anthropomorphism Theory to examine how destination anthropomorphic content (DAC) relates to destination image (DI) and destination visitation intention (DVI) in digitally mediated environments. Using a cross-sectional survey design and multi-group Structural Equation Modeling, the study compares relationships across two information sources: AI- and social media influencer-generated content. The results show that DAC is positively associated with both DI and DVI across groups. Permutation-based multi-group analysis indicates that the differences in structural paths between AI and influencer groups are not statistically significant. This finding provides the basis for interpreting group comparisons, suggesting that the observed relationships do not differ meaningfully across content sources. While bootstrapping and effect size (f²) results indicate relatively stronger coefficients in the influencer group, these results are interpreted as descriptive tendencies rather than statistically confirmed differences. These findings suggest that tourists may respond positively to both human and technologically mediated agents’ content when human-like social cues are perceived. This study contributes to the growing discourse on AI and digital content in tourism by unveiling the critical concern of whether the content source matters in anthropomorphic perception. The study further extends the application of S–O–R in AI-mediated marketing contexts. The findings offer practical insights for destination marketers seeking to leverage both AI and influencer-based strategies in shaping tourist perceptions and intentions. Full article

While digital communication is critical for business growth, there is a notable lack of research concerning the specific digital and corporate strategies of bio-health start-ups in regional ecosystems like Andalusia. This article addresses this gap by analysing the corporate and digital strategies of the leading bio-health start-ups at the Andalusian Health Technology Park. The research focuses on innovation in the health sector and builds on the broader discourse surrounding science communication as applied to Andalusian companies. Health innovation companies are implementing their digital corporate strategies to raise their profile and reach their target audience. For Andalusian bio-health start-ups, the main focus is on their websites; this is why they are analysed here from different perspectives, with the aim of evaluating the information they share and its effectiveness. To this end, a mixed approach combining quantitative and qualitative content analysis is proposed, and data analysis tools are applied to web traffic and performance factors, as well as to the analysis of corporate culture and brand identity. The results indicate that these companies are consistent with digital communication strategies typical of B2B models, that is, emerging and highly specialised companies. In the corporate sphere, there is generally a strong focus on positioning within a framework that fosters organisational culture, employee recognition and the key elements of effective brand architecture. Full article

The First Balkan War was not merely a military defeat but also a crisis of knowledge production. Although there is a vast body of academic literature in Turkey focusing on the causes, consequences, and military failures of the war, the discursive dimension of Western correspondents’ narratives has not yet been sufficiently analyzed. This research examines correspondent narratives within an integrated religious-civilizational framework that combines Edward Said’s concept of “Orientalism,” Stuart Hall’s concept of “Representation,” and Maria Todorova’s concept of “Balkanism.” Employing Critical Discourse Analysis (CDA) based on Norman Fairclough’s three-dimensional model, the article investigates how reporter texts—often accepted as “transparent” primary sources in Turkish historiography—function as symbolic instruments of construction. By analyzing recurring representations of Turks as “fatalistic,” “pre-modern,” and “alien to European values,” the study reveals how these narratives legitimize a civilization hierarchy by exploiting the “Cross and Crescent” dichotomy. By revealing how these boundary-producing discourses transform military events into evidence of barbarism, the article challenges the claim of neutrality in archival records and contributes to the literature in this regard. By distinguishing between Orientalist representations of the Ottoman Turks and Balkanist representations of the Balkan nations, this study contributes to a more nuanced understanding of Western discursive hierarchies during the geopolitical crises of the early 20th century. Full article

The 2024 US presidential campaign was dubbed the ‘podcast election’, with Donald Trump’s appearances on shows targeting young male audiences hailed for securing victory with this demographic. However, limited attention has been paid to how the specific affordances of audio media are leveraged to engage voters with appeals to hegemonic masculinity. Drawing on the theoretical framework of counterpublics, this study applies an innovative close analytical listening method and critical discourse analysis to five long-form podcast interviews with Trump. It finds that intimacy, authenticity, and convivial, free-wheeling conversation were key elements of Trump’s political communication—reaching mass audiences while bypassing the scrutiny of professional journalism. Furthermore, these shows celebrated men’s superiority while largely excluding women from public discourse. These findings are important for understanding the implications of an increasingly masculine, right-wing podcast scene, which we theorize as the brosphere. Ultimately, we argue that the brosphere is distinct from—but related to—the overtly misogynistic manosphere. Full article

This article examines how Confucianism becomes religionized through ritual performance in Korean mask dance drama (gamyeon-geuk), focusing on Hahoe Byeolsingut Talnori and Bongsan Talchum. It argues that these performances should not be understood only as folk entertainment or carnivalesque satire, but as ritualized forms that mediate divine and ancestral witnessing, communal publicity, and gendered moral evaluation. Within this ritual horizon, laughter, music, embodied movement, masks, props, and stage choreography distribute authority, visibility, speaking positions, and standards of judgment. Methodologically, the study employs multimodal critical discourse analysis of contemporary full-length performance recordings, treating language, movement, staging, costume, props, and audience response as an integrated semiotic field. Across both repertoires, female figures are repeatedly configured as silent or constrained speaking subjects, as visible carriers of moral disorder, or as expendable intermediaries within marital and status hierarchies, while male characters more consistently occupy positions of interpretation, judgment, and ritual agency. By foregrounding ritualized spectatorship as a process of moral common-sense production, the article contributes to debates on Confucianism as lived religion and shows how performance can stage critique while reauthorizing Confucian patriarchal order. Full article

As South Korea positions itself as a competitive global education hub, understanding the determinants that attract and satisfy international students is critical. This study investigates the factors influencing the selection of South Korea as a higher education destination and examines the key predictors of international students’ satisfaction with their academic and social experiences within an integrated analytical framework that links destination choice and post-enrollment satisfaction. The study addresses two research questions: (1) What factors predict international students’ selection of South Korea as a higher education destination? and (2) What factors predict international students’ satisfaction in South Korea (academic and social experience)? Drawing on a quantitative, cross-sectional design, the study surveyed 231 international students across various South Korean higher education institutions. Key destination choice factors included safety, quality of education, scholarship availability, and cultural interest. Data were analyzed using SPSS version 29, with one-way ANOVA and binary logistic regression as the primary statistical methods. The ANOVA results indicate that these factors reflect primarily structural and institutional drivers of student mobility. Satisfaction predictors were assessed through logistic regression analysis, revealing that quality of education, facilities and resources, research opportunities, support services, cultural engagement, and exploration of Korea significantly influenced overall student satisfaction. Safety and living conditions emerged as the most influential reasons for destination choice, while language barriers and geographic proximity were less critical at the aggregate level, although variability across student groups suggests differential experiences. The study underscores the importance of tailored institutional support, culturally inclusive strategies, and expanded academic opportunities to enhance student satisfaction and retention, and highlights the divergence between factors that attract students and those that sustain their satisfaction. The findings offer evidence-based recommendations for policymakers and educational leaders aiming to strengthen South Korea’s global education appeal while addressing diverse international student needs. This research contributes to the broader discourse on international student mobility by highlighting the interplay between destination appeal and student satisfaction in a non-traditional host country and by addressing a gap in the literature where these two dimensions are often examined separately. Full article

In recent decades, the fashion industry has attracted mounting attention due to its considerable social, environmental, and cultural impacts. A substantial corpus of academic research has examined these issues, employing terms such as “ethical,” “sustainable,” and “responsible fashion” to describe models that transcend a solely profit-driven logic. These labels, however, are not inherently fixed in meaning and are subject to continuous evolution through public and professional discourse. What, then, do these terms mean? To address this question, the study examines how responsible fashion is defined and framed, drawing on 34 qualitative biographical interviews with Italian fashion communicators. The findings indicate that they ascribe divergent meanings to the concepts of “sustainable” and “responsible” fashion. Sustainability is commonly depicted as an unattainable or utopian objective, whereas responsibility is characterized as more pragmatic and achievable. It is linked to reflexivity and gradual enhancement rather than comprehensive transformation. Even though certain critical viewpoints have called into question the compatibility of fashion with responsibility in itself, the analysis indicates that communicators predominantly construct and negotiate responsibility through specific discursive repertoires. In this regard, responsibility is framed as a compromise, that is, a way of resolving competing demands. Full article